Geekbench ML Score

387
TensorFlow Lite Core ML Inference Score
Geekbench ML 0.5.2 for iOS AArch64

Result Information

Upload Date September 29 2024 09:21 PM
Views 1

System Information

System Information
Operating System iOS 15.8.3
Model iPhone 7
Model IDiPhone9,1
Motherboard D10AP
CPU Information
Name Apple A10 Fusion
Topology 1 Processor, 2 Cores
Identifier ARM
Base Frequency 2.34 GHz
L1 Instruction Cache64.0 KB x 1
L1 Data Cache64.0 KB x 1
L2 Cache3.00 MB x 1
Memory Information
Size 1.95 GB
Inference Information
Framework TensorFlow Lite
Backend Core ML
Device

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 220
23.6 IPS
 
Image Classification (F16)
100% 245
26.2 IPS
 
Image Classification (I8)
81% 315
33.7 IPS
 
Image Segmentation (F32)
100% 618
3.82 IPS
 
Image Segmentation (F16)
100% 610
3.77 IPS
 
Image Segmentation (I8)
89% 582
3.60 IPS
 
Pose Estimation (F32)
100% 438
1.77 IPS
 
Pose Estimation (F16)
100% 437
1.77 IPS
 
Pose Estimation (I8)
80% 117
0.47 IPS
 
Object Detection (F32)
100% 391
13.7 IPS
 
Object Detection (F16)
100% 654
23.0 IPS
 
Object Detection (I8)
52% 452
15.9 IPS
 
Face Detection (F32)
100% 702
8.06 IPS
 
Face Detection (F16)
100% 683
7.85 IPS
 
Face Detection (I8)
75% 410
4.72 IPS
 
Text Classification (F32)
98% 129
51.0 IPS
 
Text Classification (F16)
98% 152
60.1 IPS
 
Machine Translation (F32)
100% 624
96.2 IPS
 
Machine Translation (F16)
100% 640
98.6 IPS
 

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